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          <h1 class="post-title" itemprop="name headline">使用jieba库进行中文分词</h1>
        

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        <figure class="highlight python"><table><tr><td class="gutter"><pre><span class="line">1</span><br><span class="line">2</span><br><span class="line">3</span><br><span class="line">4</span><br><span class="line">5</span><br><span class="line">6</span><br><span class="line">7</span><br><span class="line">8</span><br><span class="line">9</span><br><span class="line">10</span><br><span class="line">11</span><br><span class="line">12</span><br><span class="line">13</span><br><span class="line">14</span><br><span class="line">15</span><br><span class="line">16</span><br><span class="line">17</span><br><span class="line">18</span><br><span class="line">19</span><br><span class="line">20</span><br><span class="line">21</span><br><span class="line">22</span><br><span class="line">23</span><br><span class="line">24</span><br><span class="line">25</span><br><span class="line">26</span><br><span class="line">27</span><br><span class="line">28</span><br><span class="line">29</span><br><span class="line">30</span><br><span class="line">31</span><br><span class="line">32</span><br><span class="line">33</span><br><span class="line">34</span><br><span class="line">35</span><br><span class="line">36</span><br><span class="line">37</span><br><span class="line">38</span><br><span class="line">39</span><br><span class="line">40</span><br><span class="line">41</span><br><span class="line">42</span><br><span class="line">43</span><br><span class="line">44</span><br><span class="line">45</span><br><span class="line">46</span><br><span class="line">47</span><br><span class="line">48</span><br><span class="line">49</span><br><span class="line">50</span><br><span class="line">51</span><br><span class="line">52</span><br><span class="line">53</span><br><span class="line">54</span><br><span class="line">55</span><br><span class="line">56</span><br><span class="line">57</span><br><span class="line">58</span><br><span class="line">59</span><br><span class="line">60</span><br><span class="line">61</span><br><span class="line">62</span><br><span class="line">63</span><br><span class="line">64</span><br><span class="line">65</span><br><span class="line">66</span><br><span class="line">67</span><br><span class="line">68</span><br><span class="line">69</span><br><span class="line">70</span><br><span class="line">71</span><br><span class="line">72</span><br><span class="line">73</span><br><span class="line">74</span><br></pre></td><td class="code"><pre><span class="line"><span class="comment"># coding=utf-8</span></span><br><span class="line"><span class="keyword">import</span> xlwt  <span class="comment"># 写入excel库</span></span><br><span class="line"><span class="keyword">import</span> jieba.analyse</span><br><span class="line"><span class="keyword">import</span> jieba</span><br><span class="line"><span class="keyword">import</span> xlrd</span><br><span class="line"><span class="keyword">import</span> numpy <span class="keyword">as</span> np</span><br><span class="line"></span><br><span class="line"><span class="comment"># 将文本编码转换为utf-8格式</span></span><br><span class="line"><span class="keyword">import</span> sys</span><br><span class="line">reload(sys)</span><br><span class="line">sys.setdefaultencoding(<span class="string">'utf-8'</span>)</span><br><span class="line"></span><br><span class="line"></span><br><span class="line"><span class="comment"># excel转变为文本</span></span><br><span class="line"><span class="function"><span class="keyword">def</span> <span class="title">excel2txt</span><span class="params">(file_path)</span>:</span></span><br><span class="line">    data = xlrd.open_workbook(</span><br><span class="line">        file_path, encoding_override=<span class="string">'utf-8'</span>)  <span class="comment"># 打开Excel文件读取数据</span></span><br><span class="line">    sh = data.sheet_by_name(<span class="string">"Sheet1"</span>)  <span class="comment"># 通过工作簿名称获取</span></span><br><span class="line">    n = <span class="number">0</span></span><br><span class="line">    i = <span class="number">0</span></span><br><span class="line">    file = open(<span class="string">"temp.txt"</span>, <span class="string">"w"</span>)</span><br><span class="line">    <span class="keyword">for</span> n <span class="keyword">in</span> range(sh.nrows):</span><br><span class="line">        <span class="keyword">for</span> i <span class="keyword">in</span> range(sh.ncols):</span><br><span class="line">            text = sh.cell_value(n, i).encode(<span class="string">'utf-8'</span>)</span><br><span class="line">            file.write(text)</span><br><span class="line">            file.write(<span class="string">'\n'</span>)</span><br><span class="line"></span><br><span class="line"><span class="comment"># 结巴词频分析</span></span><br><span class="line"><span class="function"><span class="keyword">def</span> <span class="title">jieba_analyse</span><span class="params">()</span>:</span></span><br><span class="line">    <span class="keyword">if</span> __name__ == <span class="string">"__main__"</span>:</span><br><span class="line">        wbk = xlwt.Workbook(encoding=<span class="string">'ascii'</span>)</span><br><span class="line">        sheet = wbk.add_sheet(<span class="string">"wordCount"</span>)  <span class="comment"># Excel单元格名字</span></span><br><span class="line">        word_lst = []</span><br><span class="line">        key_list = []</span><br><span class="line">        <span class="keyword">for</span> line <span class="keyword">in</span> open(<span class="string">'temp.txt'</span>):  <span class="comment"># 1.txt是需要分词统计的文档</span></span><br><span class="line"></span><br><span class="line">            item = line.strip(<span class="string">'\n\r'</span>).split(<span class="string">'\t'</span>)  <span class="comment"># 制表格切分</span></span><br><span class="line">            <span class="comment"># print item</span></span><br><span class="line">            tags = jieba.analyse.extract_tags(item[<span class="number">0</span>])  <span class="comment"># jieba分词</span></span><br><span class="line">            <span class="keyword">for</span> t <span class="keyword">in</span> tags:</span><br><span class="line">                word_lst.append(t)</span><br><span class="line"></span><br><span class="line">        word_dict = &#123;&#125;</span><br><span class="line">        <span class="keyword">with</span> open(<span class="string">"wordCount.txt"</span>, <span class="string">'w'</span>) <span class="keyword">as</span> wf2:  <span class="comment"># 打开文件</span></span><br><span class="line"></span><br><span class="line">            <span class="keyword">for</span> item <span class="keyword">in</span> word_lst:</span><br><span class="line">                <span class="keyword">if</span> item <span class="keyword">not</span> <span class="keyword">in</span> word_dict:  <span class="comment"># 统计数量</span></span><br><span class="line">                    word_dict[item] = <span class="number">1</span></span><br><span class="line">                <span class="keyword">else</span>:</span><br><span class="line">                    word_dict[item] += <span class="number">1</span></span><br><span class="line"></span><br><span class="line">            orderList = list(word_dict.values())</span><br><span class="line">            orderList.sort(reverse=<span class="literal">True</span>)</span><br><span class="line">            <span class="comment"># print orderList</span></span><br><span class="line">            <span class="keyword">for</span> i <span class="keyword">in</span> range(len(orderList)):</span><br><span class="line">                <span class="keyword">for</span> key <span class="keyword">in</span> word_dict:</span><br><span class="line">                    <span class="keyword">if</span> word_dict[key] == orderList[i]:</span><br><span class="line">                        <span class="comment"># 写入txt文档</span></span><br><span class="line">                        wf2.write(key + <span class="string">' '</span> + str(word_dict[key]) + <span class="string">'\n'</span>)</span><br><span class="line">                        key_list.append(key)</span><br><span class="line">                        word_dict[key] = <span class="number">0</span></span><br><span class="line"></span><br><span class="line">        <span class="keyword">for</span> i <span class="keyword">in</span> range(len(key_list)):</span><br><span class="line">            sheet.write(i, <span class="number">1</span>, label=orderList[i])</span><br><span class="line">            sheet.write(i, <span class="number">0</span>, label=key_list[i])</span><br><span class="line">        wbk.save(<span class="string">'wordCount.xls'</span>)  <span class="comment"># 保存为 wordCount.xls文件</span></span><br><span class="line"></span><br><span class="line"><span class="comment"># 要分析的xlsx表</span></span><br><span class="line"><span class="function"><span class="keyword">def</span> <span class="title">analyse_word</span><span class="params">(file_path)</span>:</span></span><br><span class="line">    excel2txt(file_path)</span><br><span class="line">    jieba_analyse()</span><br><span class="line"></span><br><span class="line"></span><br><span class="line">analyse_word(<span class="string">'data2.xlsx'</span>)</span><br></pre></td></tr></table></figure>

      
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